YoVDO

Machine Learning Algorithms

Offered By: Sungkyunkwan University via Coursera

Tags

Machine Learning Courses Mathematics Courses Algorithms and Data Structures Courses Decision Trees Courses Clustering Courses Naive Bayes Courses

Course Description

Overview

In this course you will: a) understand the naïve Bayesian algorithm. b) understand the Support Vector Machine algorithm. c) understand the Decision Tree algorithm. d) understand the Clustering. Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.

Syllabus

  • Naïve Bayes
  • Support Vector Machine
  • Decision Tree
  • Clustering

Taught by

Jae-kwang KIM

Tags

Related Courses

Graph Partitioning and Expanders
Stanford University via NovoEd The Analytics Edge
Massachusetts Institute of Technology via edX More Data Mining with Weka
University of Waikato via Independent Mining Massive Datasets
Stanford University via edX The Caltech-JPL Summer School on Big Data Analytics
California Institute of Technology via Coursera